It's time you think beyond engineering

I have completed Bachelor of Engineering (mechanical stream). I am currently working in the aerospace service industry and am eagerly looking forward to switching to Data Science. Two reasons behind this thought are: I am pretty good in mathematical and analytical skills, while Data Science is one of the remunerative jobs and this industry is expected to grow exponentially. What is your suggestion on this? Being a non-programming professional, can I learn Data Science?